I am unable to extrude this plane along z-axis.Why?
Going from what you already have selected, all you have to do is press E. Blender will automatically start the transformation locked to the face normal, which in your case is along the global Z axis.

As lemon pointed out in the comments, from the view in your screen shot (orthographic view) you will not be able to perceive any change in height.